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ACM Transactions on Modeling and Computer Simulation
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1-10 of 93 reviews
Date Reviewed
Posterior expectation of regularly paved random histograms
Sainudiin R., Teng G., Harlow J., Lee D. ACM Transactions on Modeling and Computer Simulation 23(1): 1-20, 2013. Type: Article
Parametric and nonparametric supervised machine learning algorithms are useful in artificial intelligence (AI). The literature of the field includes illustrations of decision-tree-based classifiers for hyperplanes, higher-order dimensional...
May 3 2013
Massive parallelization of serial inference algorithms for a complex generalized linear model
Suchard M., Simpson S., Zorych I., Ryan P., Madigan D. ACM Transactions on Modeling and Computer Simulation 23(1): 1-17, 2013. Type: Article
Computers with multicore central processing units (CPUs) and multiple graphics processing units (GPUs) exist today to speed up the parallel processing of computationally intensive statistical prediction algorithms. Unfortunately, several of the...
Apr 12 2013
Incorporating household structure into a discrete-event simulation model of tuberculosis and HIV
Mellor G., Currie C., Corbett E. ACM Transactions on Modeling and Computer Simulation 21(4): 1-17, 2011. Type: Article
Human immunodeficiency virus (HIV) is known to increase the probability of developing tuberculosis (TB) and accelerating its progression. During the last 20 years, as a result of the rise in the number of HIV infections, the number of TB cases...
Aug 7 2012
The stochastic root-finding problem: overview, solutions, and open questions
Pasupathy R., Kim S. ACM Transactions on Modeling and Computer Simulation 21(3): 1-23, 2011. Type: Article, Reviews: (2 of 2)
This paper describes the general stochastic approximation problem: find the solutions of the nonlinear equations
g
(
x
)=0,
x
∈
D
, where the function...
Nov 2 2011
The stochastic root-finding problem: overview, solutions, and open questions
Pasupathy R., Kim S. ACM Transactions on Modeling and Computer Simulation 21(3): 1-23, 2011. Type: Article, Reviews: (1 of 2)
Both application- and theory-oriented scientists are familiar with the root-finding problem. The scientific literature is not only rich in original proposals and tutorials, but also in excellent books--Pasupathy and Kim mention some of them. ...
May 27 2011
Random variate generation by numerical inversion when only the density is known
Derflinger G., Hörmann W., Leydold J. ACM Transactions on Modeling and Computer Simulation 20(4): 1-25, 2010. Type: Article
The classical inversion method for Monte Carlo generation is very efficient if an analytical form of the cumulative distribution function (CDF) is known. If it’s the case that the only available information is the density function, then...
Mar 25 2011
State-dependent importance sampling for a Jackson tandem network
Miretskiy D., Scheinhardt W., Mandjes M. ACM Transactions on Modeling and Computer Simulation 20(3): 1-26, 2010. Type: Article
A traditional importance-sampling (IS) distribution to estimate the probability of overflow of the second queue of a Jacksonian two-node tandem queue is known to perform poorly. The authors develop an asymptotically efficient IS distribution to...
Jan 20 2011
Simulation optimization using the cross-entropy method with optimal computing budget allocation
He D., Lee L., Chen C., Fu M., Wasserkrug S. ACM Transactions on Modeling and Computer Simulation 20(1): 1-22, 2010. Type: Article
Ólafsson and Kim’s work is a good introduction to this paper:...
Aug 6 2010
Retrospective-approximation algorithms for the multidimensional stochastic root-finding problem
Pasupathy R., Schmeiser B. ACM Transactions on Modeling and Computer Simulation 19(2): 1-36, 2009. Type: Article
Simulation is a common technique that is used for solving many multidimensional practical problems. In this paper, simulation is used to solve the stochastic root finding problem. Pasupathy and Schmeiser propose a class of...
Jul 6 2009
On constructing optimistic simulation algorithms for the discrete event system specification
Nutaro J. ACM Transactions on Modeling and Computer Simulation 19(1): 1-21, 2008. Type: Article
Time management in discrete event-based simulation systems has always been considered a challenging task. Problems related to synchronization of concurrent activities performed on different elaborating units draw wide interest across the most...
Apr 16 2009
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